Class ProductSearchAsyncClient (3.4.2)

ProductSearchAsyncClient(*, credentials: Optional[google.auth.credentials.Credentials] = None, transport: Union[str, google.cloud.vision_v1p3beta1.services.product_search.transports.base.ProductSearchTransport] = 'grpc_asyncio', client_options: Optional[google.api_core.client_options.ClientOptions] = None, client_info: google.api_core.gapic_v1.client_info.ClientInfo = <google.api_core.gapic_v1.client_info.ClientInfo object>)

Manages Products and ProductSets of reference images for use in product search. It uses the following resource model:

The API has a collection of ProductSet resources, named projects/*/locations/*/productSets/*, which acts as a way to put different products into groups to limit identification.

In parallel,

The API has a collection of Product resources, named projects/*/locations/*/products/*
Each Product has a collection of ReferenceImage resources, named projects/*/locations/*/products/*/referenceImages/*

Properties

transport

Returns the transport used by the client instance.

Returns
Type	Description
`ProductSearchTransport`	The transport used by the client instance.

Methods

ProductSearchAsyncClient

ProductSearchAsyncClient(*, credentials: Optional[google.auth.credentials.Credentials] = None, transport: Union[str, google.cloud.vision_v1p3beta1.services.product_search.transports.base.ProductSearchTransport] = 'grpc_asyncio', client_options: Optional[google.api_core.client_options.ClientOptions] = None, client_info: google.api_core.gapic_v1.client_info.ClientInfo = <google.api_core.gapic_v1.client_info.ClientInfo object>)

Instantiates the product search client.

Parameters
Name	Description
`credentials`	`Optional[google.auth.credentials.Credentials]` The authorization credentials to attach to requests. These credentials identify the application to the service; if none are specified, the client will attempt to ascertain the credentials from the environment.
`transport`	`Union[str, .ProductSearchTransport]` The transport to use. If set to None, a transport is chosen automatically.
`client_options`	`ClientOptions` Custom options for the client. It won't take effect if a `transport` instance is provided. (1) The `api_endpoint` property can be used to override the default endpoint provided by the client. GOOGLE_API_USE_MTLS_ENDPOINT environment variable can also be used to override the endpoint: "always" (always use the default mTLS endpoint), "never" (always use the default regular endpoint) and "auto" (auto switch to the default mTLS endpoint if client certificate is present, this is the default value). However, the `api_endpoint` property takes precedence if provided. (2) If GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is "true", then the `client_cert_source` property can be used to provide client certificate for mutual TLS transport. If not provided, the default SSL client certificate will be used if present. If GOOGLE_API_USE_CLIENT_CERTIFICATE is "false" or not set, no client certificate will be used.

Exceptions
Type	Description
`google.auth.exceptions.MutualTlsChannelError`	If mutual TLS transport creation failed for any reason.

add_product_to_product_set

add_product_to_product_set(request: Optional[Union[google.cloud.vision_v1p3beta1.types.product_search_service.AddProductToProductSetRequest, dict]] = None, *, name: Optional[str] = None, product: Optional[str] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Union[float, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, metadata: Sequence[Tuple[str, str]] = ())

Adds a Product to the specified ProductSet. If the Product is already present, no change is made.

One Product can be added to at most 100 ProductSets.

Possible errors:

Returns NOT_FOUND if the Product or the ProductSet doesn't exist.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1p3beta1

async def sample_add_product_to_product_set():
    # Create a client
    client = vision_v1p3beta1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1p3beta1.AddProductToProductSetRequest(
        name="name_value",
        product="product_value",
    )

    # Make the request
    await client.add_product_to_product_set(request=request)

Parameters
Name	Description
`request`	`Optional[Union[google.cloud.vision_v1p3beta1.types.AddProductToProductSetRequest, dict]]` The request object. Request message for the `AddProductToProductSet` method.
`name`	`str` Required. The resource name for the ProductSet to modify. Format is: `projects/PROJECT_ID/locations/LOC_ID/productSets/PRODUCT_SET_ID` This corresponds to the `name` field on the `request` instance; if `request` is provided, this should not be set.
`product`	`str` Required. The resource name for the Product to be added to this ProductSet. Format is: `projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID` This corresponds to the `product` field on the `request` instance; if `request` is provided, this should not be set.
`retry`	`google.api_core.retry.Retry` Designation of what errors, if any, should be retried.
`timeout`	`float` The timeout for this request.
`metadata`	`Sequence[Tuple[str, str]]` Strings which should be sent along with the request as metadata.

common_billing_account_path

common_billing_account_path(billing_account: str)

Returns a fully-qualified billing_account string.

common_folder_path

common_folder_path(folder: str)

Returns a fully-qualified folder string.

common_location_path

common_location_path(project: str, location: str)

Returns a fully-qualified location string.

common_organization_path

common_organization_path(organization: str)

Returns a fully-qualified organization string.

common_project_path

common_project_path(project: str)

Returns a fully-qualified project string.

create_product

create_product(request: Optional[Union[google.cloud.vision_v1p3beta1.types.product_search_service.CreateProductRequest, dict]] = None, *, parent: Optional[str] = None, product: Optional[google.cloud.vision_v1p3beta1.types.product_search_service.Product] = None, product_id: Optional[str] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Union[float, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, metadata: Sequence[Tuple[str, str]] = ())

Creates and returns a new product resource.

Possible errors:

Returns INVALID_ARGUMENT if display_name is missing or longer than 4096 characters.
Returns INVALID_ARGUMENT if description is longer than 4096 characters.
Returns INVALID_ARGUMENT if product_category is missing or invalid.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1p3beta1

async def sample_create_product():
    # Create a client
    client = vision_v1p3beta1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1p3beta1.CreateProductRequest(
        parent="parent_value",
    )

    # Make the request
    response = await client.create_product(request=request)

    # Handle the response
    print(response)

Parameters
Name	Description
`request`	`Optional[Union[google.cloud.vision_v1p3beta1.types.CreateProductRequest, dict]]` The request object. Request message for the `CreateProduct` method.
`parent`	`str` Required. The project in which the Product should be created. Format is `projects/PROJECT_ID/locations/LOC_ID`. This corresponds to the `parent` field on the `request` instance; if `request` is provided, this should not be set.
`product`	`Product` Required. The product to create. This corresponds to the `product` field on the `request` instance; if `request` is provided, this should not be set.
`product_id`	`str` A user-supplied resource id for this Product. If set, the server will attempt to use this value as the resource id. If it is already in use, an error is returned with code ALREADY_EXISTS. Must be at most 128 characters long. It cannot contain the character `/`. This corresponds to the `product_id` field on the `request` instance; if `request` is provided, this should not be set.
`retry`	`google.api_core.retry.Retry` Designation of what errors, if any, should be retried.
`timeout`	`float` The timeout for this request.
`metadata`	`Sequence[Tuple[str, str]]` Strings which should be sent along with the request as metadata.

Returns
Type	Description
`google.cloud.vision_v1p3beta1.types.Product`	A Product contains ReferenceImages.

create_product_set

create_product_set(request: Optional[Union[google.cloud.vision_v1p3beta1.types.product_search_service.CreateProductSetRequest, dict]] = None, *, parent: Optional[str] = None, product_set: Optional[google.cloud.vision_v1p3beta1.types.product_search_service.ProductSet] = None, product_set_id: Optional[str] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Union[float, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, metadata: Sequence[Tuple[str, str]] = ())

Creates and returns a new ProductSet resource.

Possible errors:

Returns INVALID_ARGUMENT if display_name is missing, or is longer than 4096 characters.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1p3beta1

async def sample_create_product_set():
    # Create a client
    client = vision_v1p3beta1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1p3beta1.CreateProductSetRequest(
        parent="parent_value",
    )

    # Make the request
    response = await client.create_product_set(request=request)

    # Handle the response
    print(response)

Parameters
Name	Description
`request`	`Optional[Union[google.cloud.vision_v1p3beta1.types.CreateProductSetRequest, dict]]` The request object. Request message for the `CreateProductSet` method.
`parent`	`str` Required. The project in which the ProductSet should be created. Format is `projects/PROJECT_ID/locations/LOC_ID`. This corresponds to the `parent` field on the `request` instance; if `request` is provided, this should not be set.
`product_set`	`ProductSet` Required. The ProductSet to create. This corresponds to the `product_set` field on the `request` instance; if `request` is provided, this should not be set.
`product_set_id`	`str` A user-supplied resource id for this ProductSet. If set, the server will attempt to use this value as the resource id. If it is already in use, an error is returned with code ALREADY_EXISTS. Must be at most 128 characters long. It cannot contain the character `/`. This corresponds to the `product_set_id` field on the `request` instance; if `request` is provided, this should not be set.
`retry`	`google.api_core.retry.Retry` Designation of what errors, if any, should be retried.
`timeout`	`float` The timeout for this request.
`metadata`	`Sequence[Tuple[str, str]]` Strings which should be sent along with the request as metadata.

Returns
Type	Description
`google.cloud.vision_v1p3beta1.types.ProductSet`	A ProductSet contains Products. A ProductSet can contain a maximum of 1 million reference images. If the limit is exceeded, periodic indexing will fail.

create_reference_image

create_reference_image(request: Optional[Union[google.cloud.vision_v1p3beta1.types.product_search_service.CreateReferenceImageRequest, dict]] = None, *, parent: Optional[str] = None, reference_image: Optional[google.cloud.vision_v1p3beta1.types.product_search_service.ReferenceImage] = None, reference_image_id: Optional[str] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Union[float, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, metadata: Sequence[Tuple[str, str]] = ())

Creates and returns a new ReferenceImage resource.

The bounding_poly field is optional. If bounding_poly is not specified, the system will try to detect regions of interest in the image that are compatible with the product_category on the parent product. If it is specified, detection is ALWAYS skipped. The system converts polygons into non-rotated rectangles.

Note that the pipeline will resize the image if the image resolution is too large to process (above 50MP).

Possible errors:

Returns INVALID_ARGUMENT if the image_uri is missing or longer than 4096 characters.
Returns INVALID_ARGUMENT if the product does not exist.
Returns INVALID_ARGUMENT if bounding_poly is not provided, and nothing compatible with the parent product's product_category is detected.
Returns INVALID_ARGUMENT if bounding_poly contains more than 10 polygons.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1p3beta1

async def sample_create_reference_image():
    # Create a client
    client = vision_v1p3beta1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    reference_image = vision_v1p3beta1.ReferenceImage()
    reference_image.uri = "uri_value"

    request = vision_v1p3beta1.CreateReferenceImageRequest(
        parent="parent_value",
        reference_image=reference_image,
    )

    # Make the request
    response = await client.create_reference_image(request=request)

    # Handle the response
    print(response)

Parameters
Name	Description
`request`	`Optional[Union[google.cloud.vision_v1p3beta1.types.CreateReferenceImageRequest, dict]]` The request object. Request message for the `CreateReferenceImage` method.
`parent`	`str` Required. Resource name of the product in which to create the reference image. Format is `projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID`. This corresponds to the `parent` field on the `request` instance; if `request` is provided, this should not be set.
`reference_image`	`ReferenceImage` Required. The reference image to create. If an image ID is specified, it is ignored. This corresponds to the `reference_image` field on the `request` instance; if `request` is provided, this should not be set.
`reference_image_id`	`str` A user-supplied resource id for the ReferenceImage to be added. If set, the server will attempt to use this value as the resource id. If it is already in use, an error is returned with code ALREADY_EXISTS. Must be at most 128 characters long. It cannot contain the character `/`. This corresponds to the `reference_image_id` field on the `request` instance; if `request` is provided, this should not be set.
`retry`	`google.api_core.retry.Retry` Designation of what errors, if any, should be retried.
`timeout`	`float` The timeout for this request.
`metadata`	`Sequence[Tuple[str, str]]` Strings which should be sent along with the request as metadata.

Returns
Type	Description
`google.cloud.vision_v1p3beta1.types.ReferenceImage`	A ReferenceImage represents a product image and its associated metadata, such as bounding boxes.

delete_product

delete_product(request: Optional[Union[google.cloud.vision_v1p3beta1.types.product_search_service.DeleteProductRequest, dict]] = None, *, name: Optional[str] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Union[float, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, metadata: Sequence[Tuple[str, str]] = ())

Permanently deletes a product and its reference images.

Metadata of the product and all its images will be deleted right away, but search queries against ProductSets containing the product may still work until all related caches are refreshed.

Possible errors:

Returns NOT_FOUND if the product does not exist.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1p3beta1

async def sample_delete_product():
    # Create a client
    client = vision_v1p3beta1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1p3beta1.DeleteProductRequest(
        name="name_value",
    )

    # Make the request
    await client.delete_product(request=request)

Parameters
Name	Description
`request`	`Optional[Union[google.cloud.vision_v1p3beta1.types.DeleteProductRequest, dict]]` The request object. Request message for the `DeleteProduct` method.
`name`	`str` Required. Resource name of product to delete. Format is: `projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID` This corresponds to the `name` field on the `request` instance; if `request` is provided, this should not be set.
`retry`	`google.api_core.retry.Retry` Designation of what errors, if any, should be retried.
`timeout`	`float` The timeout for this request.
`metadata`	`Sequence[Tuple[str, str]]` Strings which should be sent along with the request as metadata.

delete_product_set

delete_product_set(request: Optional[Union[google.cloud.vision_v1p3beta1.types.product_search_service.DeleteProductSetRequest, dict]] = None, *, name: Optional[str] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Union[float, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, metadata: Sequence[Tuple[str, str]] = ())

Permanently deletes a ProductSet. All Products and ReferenceImages in the ProductSet will be deleted.

The actual image files are not deleted from Google Cloud Storage.

Possible errors:

Returns NOT_FOUND if the ProductSet does not exist.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1p3beta1

async def sample_delete_product_set():
    # Create a client
    client = vision_v1p3beta1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1p3beta1.DeleteProductSetRequest(
        name="name_value",
    )

    # Make the request
    await client.delete_product_set(request=request)

Parameters
Name	Description
`request`	`Optional[Union[google.cloud.vision_v1p3beta1.types.DeleteProductSetRequest, dict]]` The request object. Request message for the `DeleteProductSet` method.
`name`	`str` Required. Resource name of the ProductSet to delete. Format is: `projects/PROJECT_ID/locations/LOC_ID/productSets/PRODUCT_SET_ID` This corresponds to the `name` field on the `request` instance; if `request` is provided, this should not be set.
`retry`	`google.api_core.retry.Retry` Designation of what errors, if any, should be retried.
`timeout`	`float` The timeout for this request.
`metadata`	`Sequence[Tuple[str, str]]` Strings which should be sent along with the request as metadata.

delete_reference_image

delete_reference_image(request: Optional[Union[google.cloud.vision_v1p3beta1.types.product_search_service.DeleteReferenceImageRequest, dict]] = None, *, name: Optional[str] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Union[float, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, metadata: Sequence[Tuple[str, str]] = ())

Permanently deletes a reference image.

The image metadata will be deleted right away, but search queries against ProductSets containing the image may still work until all related caches are refreshed.

The actual image files are not deleted from Google Cloud Storage.

Possible errors:

Returns NOT_FOUND if the reference image does not exist.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1p3beta1

async def sample_delete_reference_image():
    # Create a client
    client = vision_v1p3beta1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1p3beta1.DeleteReferenceImageRequest(
        name="name_value",
    )

    # Make the request
    await client.delete_reference_image(request=request)

Parameters
Name	Description
`request`	`Optional[Union[google.cloud.vision_v1p3beta1.types.DeleteReferenceImageRequest, dict]]` The request object. Request message for the `DeleteReferenceImage` method.
`name`	`str` Required. The resource name of the reference image to delete. Format is: `projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID/referenceImages/IMAGE_ID` This corresponds to the `name` field on the `request` instance; if `request` is provided, this should not be set.
`retry`	`google.api_core.retry.Retry` Designation of what errors, if any, should be retried.
`timeout`	`float` The timeout for this request.
`metadata`	`Sequence[Tuple[str, str]]` Strings which should be sent along with the request as metadata.

from_service_account_file

from_service_account_file(filename: str, *args, **kwargs)

Creates an instance of this client using the provided credentials file.

Parameter
Name	Description
`filename`	`str` The path to the service account private key json file.

Returns
Type	Description
`ProductSearchAsyncClient`	The constructed client.

from_service_account_info

from_service_account_info(info: dict, *args, **kwargs)

Creates an instance of this client using the provided credentials info.

Parameter
Name	Description
`info`	`dict` The service account private key info.

Returns
Type	Description
`ProductSearchAsyncClient`	The constructed client.

from_service_account_json

from_service_account_json(filename: str, *args, **kwargs)

Creates an instance of this client using the provided credentials file.

Parameter
Name	Description
`filename`	`str` The path to the service account private key json file.

Returns
Type	Description
`ProductSearchAsyncClient`	The constructed client.

get_mtls_endpoint_and_cert_source

get_mtls_endpoint_and_cert_source(
    client_options: Optional[google.api_core.client_options.ClientOptions] = None,
)

Return the API endpoint and client cert source for mutual TLS.

The client cert source is determined in the following order: (1) if GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is not "true", the client cert source is None. (2) if client_options.client_cert_source is provided, use the provided one; if the default client cert source exists, use the default one; otherwise the client cert source is None.

The API endpoint is determined in the following order: (1) if client_options.api_endpoint if provided, use the provided one. (2) if GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is "always", use the default mTLS endpoint; if the environment variable is "never", use the default API endpoint; otherwise if client cert source exists, use the default mTLS endpoint, otherwise use the default API endpoint.

More details can be found at https://google.aip.dev/auth/4114.

Parameter
Name	Description
`client_options`	`google.api_core.client_options.ClientOptions` Custom options for the client. Only the `api_endpoint` and `client_cert_source` properties may be used in this method.

Exceptions
Type	Description
`google.auth.exceptions.MutualTLSChannelError`	If any errors happen.

Returns
Type	Description
`Tuple[str, Callable[[], Tuple[bytes, bytes]]]`	returns the API endpoint and the client cert source to use.

get_product

get_product(request: Optional[Union[google.cloud.vision_v1p3beta1.types.product_search_service.GetProductRequest, dict]] = None, *, name: Optional[str] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Union[float, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, metadata: Sequence[Tuple[str, str]] = ())

Gets information associated with a Product.

Possible errors:

Returns NOT_FOUND if the Product does not exist.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1p3beta1

async def sample_get_product():
    # Create a client
    client = vision_v1p3beta1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1p3beta1.GetProductRequest(
        name="name_value",
    )

    # Make the request
    response = await client.get_product(request=request)

    # Handle the response
    print(response)

Parameters
Name	Description
`request`	`Optional[Union[google.cloud.vision_v1p3beta1.types.GetProductRequest, dict]]` The request object. Request message for the `GetProduct` method.
`name`	`str` Required. Resource name of the Product to get. Format is: `projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID` This corresponds to the `name` field on the `request` instance; if `request` is provided, this should not be set.
`retry`	`google.api_core.retry.Retry` Designation of what errors, if any, should be retried.
`timeout`	`float` The timeout for this request.
`metadata`	`Sequence[Tuple[str, str]]` Strings which should be sent along with the request as metadata.

Returns
Type	Description
`google.cloud.vision_v1p3beta1.types.Product`	A Product contains ReferenceImages.

get_product_set

get_product_set(request: Optional[Union[google.cloud.vision_v1p3beta1.types.product_search_service.GetProductSetRequest, dict]] = None, *, name: Optional[str] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Union[float, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, metadata: Sequence[Tuple[str, str]] = ())

Gets information associated with a ProductSet.

Possible errors:

Returns NOT_FOUND if the ProductSet does not exist.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1p3beta1

async def sample_get_product_set():
    # Create a client
    client = vision_v1p3beta1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1p3beta1.GetProductSetRequest(
        name="name_value",
    )

    # Make the request
    response = await client.get_product_set(request=request)

    # Handle the response
    print(response)

Parameters
Name	Description
`request`	`Optional[Union[google.cloud.vision_v1p3beta1.types.GetProductSetRequest, dict]]` The request object. Request message for the `GetProductSet` method.
`name`	`str` Required. Resource name of the ProductSet to get. Format is: `projects/PROJECT_ID/locations/LOC_ID/productSets/PRODUCT_SET_ID` This corresponds to the `name` field on the `request` instance; if `request` is provided, this should not be set.
`retry`	`google.api_core.retry.Retry` Designation of what errors, if any, should be retried.
`timeout`	`float` The timeout for this request.
`metadata`	`Sequence[Tuple[str, str]]` Strings which should be sent along with the request as metadata.

Returns
Type	Description
`google.cloud.vision_v1p3beta1.types.ProductSet`	A ProductSet contains Products. A ProductSet can contain a maximum of 1 million reference images. If the limit is exceeded, periodic indexing will fail.

get_reference_image

get_reference_image(request: Optional[Union[google.cloud.vision_v1p3beta1.types.product_search_service.GetReferenceImageRequest, dict]] = None, *, name: Optional[str] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Union[float, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, metadata: Sequence[Tuple[str, str]] = ())

Gets information associated with a ReferenceImage.

Possible errors:

Returns NOT_FOUND if the specified image does not exist.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1p3beta1

async def sample_get_reference_image():
    # Create a client
    client = vision_v1p3beta1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1p3beta1.GetReferenceImageRequest(
        name="name_value",
    )

    # Make the request
    response = await client.get_reference_image(request=request)

    # Handle the response
    print(response)

Parameters
Name	Description
`request`	`Optional[Union[google.cloud.vision_v1p3beta1.types.GetReferenceImageRequest, dict]]` The request object. Request message for the `GetReferenceImage` method.
`name`	`str` Required. The resource name of the ReferenceImage to get. Format is: `projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID/referenceImages/IMAGE_ID`. This corresponds to the `name` field on the `request` instance; if `request` is provided, this should not be set.
`retry`	`google.api_core.retry.Retry` Designation of what errors, if any, should be retried.
`timeout`	`float` The timeout for this request.
`metadata`	`Sequence[Tuple[str, str]]` Strings which should be sent along with the request as metadata.

Returns
Type	Description
`google.cloud.vision_v1p3beta1.types.ReferenceImage`	A ReferenceImage represents a product image and its associated metadata, such as bounding boxes.

get_transport_class

get_transport_class()

Returns an appropriate transport class.

import_product_sets

import_product_sets(request: Optional[Union[google.cloud.vision_v1p3beta1.types.product_search_service.ImportProductSetsRequest, dict]] = None, *, parent: Optional[str] = None, input_config: Optional[google.cloud.vision_v1p3beta1.types.product_search_service.ImportProductSetsInputConfig] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Union[float, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, metadata: Sequence[Tuple[str, str]] = ())

Asynchronous API that imports a list of reference images to specified product sets based on a list of image information.

The google.longrunning.Operation][google.longrunning.Operation] API can be used to keep track of the progress and results of the request. Operation.metadata contains BatchOperationMetadata. (progress) Operation.response contains ImportProductSetsResponse. (results)

The input source of this method is a csv file on Google Cloud Storage. For the format of the csv file please see xref_ImportProductSetsGcsSource.csv_file_uri.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1p3beta1

async def sample_import_product_sets():
    # Create a client
    client = vision_v1p3beta1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1p3beta1.ImportProductSetsRequest(
        parent="parent_value",
    )

    # Make the request
    operation = client.import_product_sets(request=request)

    print("Waiting for operation to complete...")

    response = (await operation).result()

    # Handle the response
    print(response)

Parameters
Name	Description
`request`	`Optional[Union[google.cloud.vision_v1p3beta1.types.ImportProductSetsRequest, dict]]` The request object. Request message for the `ImportProductSets` method.
`parent`	`str` Required. The project in which the ProductSets should be imported. Format is `projects/PROJECT_ID/locations/LOC_ID`. This corresponds to the `parent` field on the `request` instance; if `request` is provided, this should not be set.
`input_config`	`ImportProductSetsInputConfig` Required. The input content for the list of requests. This corresponds to the `input_config` field on the `request` instance; if `request` is provided, this should not be set.
`retry`	`google.api_core.retry.Retry` Designation of what errors, if any, should be retried.
`timeout`	`float` The timeout for this request.
`metadata`	`Sequence[Tuple[str, str]]` Strings which should be sent along with the request as metadata.

Returns
Type	Description
`google.api_core.operation_async.AsyncOperation`	An object representing a long-running operation. The result type for the operation will be ImportProductSetsResponse Response message for the ImportProductSets method. This message is returned by the `google.longrunning.Operations.GetOperation][google.longrunning.Operations.GetOperation]` method in the returned `google.longrunning.Operation.response][google.longrunning.Operation.response]` field.

list_product_sets

list_product_sets(request: Optional[Union[google.cloud.vision_v1p3beta1.types.product_search_service.ListProductSetsRequest, dict]] = None, *, parent: Optional[str] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Union[float, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, metadata: Sequence[Tuple[str, str]] = ())

Lists ProductSets in an unspecified order.

Possible errors:

Returns INVALID_ARGUMENT if page_size is greater than 100, or less than 1.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1p3beta1

async def sample_list_product_sets():
    # Create a client
    client = vision_v1p3beta1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1p3beta1.ListProductSetsRequest(
        parent="parent_value",
    )

    # Make the request
    page_result = client.list_product_sets(request=request)

    # Handle the response
    async for response in page_result:
        print(response)

Parameters
Name	Description
`request`	`Optional[Union[google.cloud.vision_v1p3beta1.types.ListProductSetsRequest, dict]]` The request object. Request message for the `ListProductSets` method.
`parent`	`str` Required. The project from which ProductSets should be listed. Format is `projects/PROJECT_ID/locations/LOC_ID`. This corresponds to the `parent` field on the `request` instance; if `request` is provided, this should not be set.
`retry`	`google.api_core.retry.Retry` Designation of what errors, if any, should be retried.
`timeout`	`float` The timeout for this request.
`metadata`	`Sequence[Tuple[str, str]]` Strings which should be sent along with the request as metadata.

Returns
Type	Description
`google.cloud.vision_v1p3beta1.services.product_search.pagers.ListProductSetsAsyncPager`	Response message for the ListProductSets method. Iterating over this object will yield results and resolve additional pages automatically.

list_products

list_products(request: Optional[Union[google.cloud.vision_v1p3beta1.types.product_search_service.ListProductsRequest, dict]] = None, *, parent: Optional[str] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Union[float, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, metadata: Sequence[Tuple[str, str]] = ())

Lists products in an unspecified order.

Possible errors:

Returns INVALID_ARGUMENT if page_size is greater than 100 or less than 1.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1p3beta1

async def sample_list_products():
    # Create a client
    client = vision_v1p3beta1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1p3beta1.ListProductsRequest(
        parent="parent_value",
    )

    # Make the request
    page_result = client.list_products(request=request)

    # Handle the response
    async for response in page_result:
        print(response)

Parameters
Name	Description
`request`	`Optional[Union[google.cloud.vision_v1p3beta1.types.ListProductsRequest, dict]]` The request object. Request message for the `ListProducts` method.
`parent`	`str` Required. The project OR ProductSet from which Products should be listed. Format: `projects/PROJECT_ID/locations/LOC_ID` This corresponds to the `parent` field on the `request` instance; if `request` is provided, this should not be set.
`retry`	`google.api_core.retry.Retry` Designation of what errors, if any, should be retried.
`timeout`	`float` The timeout for this request.
`metadata`	`Sequence[Tuple[str, str]]` Strings which should be sent along with the request as metadata.

Returns
Type	Description
`google.cloud.vision_v1p3beta1.services.product_search.pagers.ListProductsAsyncPager`	Response message for the ListProducts method. Iterating over this object will yield results and resolve additional pages automatically.

list_products_in_product_set

list_products_in_product_set(request: Optional[Union[google.cloud.vision_v1p3beta1.types.product_search_service.ListProductsInProductSetRequest, dict]] = None, *, name: Optional[str] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Union[float, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, metadata: Sequence[Tuple[str, str]] = ())

Lists the Products in a ProductSet, in an unspecified order. If the ProductSet does not exist, the products field of the response will be empty.

Possible errors:

Returns INVALID_ARGUMENT if page_size is greater than 100 or less than 1.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1p3beta1

async def sample_list_products_in_product_set():
    # Create a client
    client = vision_v1p3beta1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1p3beta1.ListProductsInProductSetRequest(
        name="name_value",
    )

    # Make the request
    page_result = client.list_products_in_product_set(request=request)

    # Handle the response
    async for response in page_result:
        print(response)

Parameters
Name	Description
`request`	`Optional[Union[google.cloud.vision_v1p3beta1.types.ListProductsInProductSetRequest, dict]]` The request object. Request message for the `ListProductsInProductSet` method.
`name`	`str` Required. The ProductSet resource for which to retrieve Products. Format is: `projects/PROJECT_ID/locations/LOC_ID/productSets/PRODUCT_SET_ID` This corresponds to the `name` field on the `request` instance; if `request` is provided, this should not be set.
`retry`	`google.api_core.retry.Retry` Designation of what errors, if any, should be retried.
`timeout`	`float` The timeout for this request.
`metadata`	`Sequence[Tuple[str, str]]` Strings which should be sent along with the request as metadata.

Returns
Type	Description
`google.cloud.vision_v1p3beta1.services.product_search.pagers.ListProductsInProductSetAsyncPager`	Response message for the ListProductsInProductSet method. Iterating over this object will yield results and resolve additional pages automatically.

list_reference_images

list_reference_images(request: Optional[Union[google.cloud.vision_v1p3beta1.types.product_search_service.ListReferenceImagesRequest, dict]] = None, *, parent: Optional[str] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Union[float, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, metadata: Sequence[Tuple[str, str]] = ())

Lists reference images.

Possible errors:

Returns NOT_FOUND if the parent product does not exist.
Returns INVALID_ARGUMENT if the page_size is greater than 100, or less than 1.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1p3beta1

async def sample_list_reference_images():
    # Create a client
    client = vision_v1p3beta1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1p3beta1.ListReferenceImagesRequest(
        parent="parent_value",
    )

    # Make the request
    page_result = client.list_reference_images(request=request)

    # Handle the response
    async for response in page_result:
        print(response)

Parameters
Name	Description
`request`	`Optional[Union[google.cloud.vision_v1p3beta1.types.ListReferenceImagesRequest, dict]]` The request object. Request message for the `ListReferenceImages` method.
`parent`	`str` Required. Resource name of the product containing the reference images. Format is `projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID`. This corresponds to the `parent` field on the `request` instance; if `request` is provided, this should not be set.
`retry`	`google.api_core.retry.Retry` Designation of what errors, if any, should be retried.
`timeout`	`float` The timeout for this request.
`metadata`	`Sequence[Tuple[str, str]]` Strings which should be sent along with the request as metadata.

Returns
Type	Description
`google.cloud.vision_v1p3beta1.services.product_search.pagers.ListReferenceImagesAsyncPager`	Response message for the ListReferenceImages method. Iterating over this object will yield results and resolve additional pages automatically.

parse_common_billing_account_path

parse_common_billing_account_path(path: str)

Parse a billing_account path into its component segments.

parse_common_folder_path

parse_common_folder_path(path: str)

Parse a folder path into its component segments.

parse_common_location_path

parse_common_location_path(path: str)

Parse a location path into its component segments.

parse_common_organization_path

parse_common_organization_path(path: str)

Parse a organization path into its component segments.

parse_common_project_path

parse_common_project_path(path: str)

Parse a project path into its component segments.

parse_product_path

parse_product_path(path: str)

Parses a product path into its component segments.

parse_product_set_path

parse_product_set_path(path: str)

Parses a product_set path into its component segments.

parse_reference_image_path

parse_reference_image_path(path: str)

Parses a reference_image path into its component segments.

product_path

product_path(project: str, location: str, product: str)

Returns a fully-qualified product string.

product_set_path

product_set_path(project: str, location: str, product_set: str)

Returns a fully-qualified product_set string.

reference_image_path

reference_image_path(
    project: str, location: str, product: str, reference_image: str
)

Returns a fully-qualified reference_image string.

remove_product_from_product_set

remove_product_from_product_set(request: Optional[Union[google.cloud.vision_v1p3beta1.types.product_search_service.RemoveProductFromProductSetRequest, dict]] = None, *, name: Optional[str] = None, product: Optional[str] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Union[float, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, metadata: Sequence[Tuple[str, str]] = ())

Removes a Product from the specified ProductSet.

Possible errors:

Returns NOT_FOUND If the Product is not found under the ProductSet.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1p3beta1

async def sample_remove_product_from_product_set():
    # Create a client
    client = vision_v1p3beta1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1p3beta1.RemoveProductFromProductSetRequest(
        name="name_value",
        product="product_value",
    )

    # Make the request
    await client.remove_product_from_product_set(request=request)

Parameters
Name	Description
`request`	`Optional[Union[google.cloud.vision_v1p3beta1.types.RemoveProductFromProductSetRequest, dict]]` The request object. Request message for the `RemoveProductFromProductSet` method.
`name`	`str` Required. The resource name for the ProductSet to modify. Format is: `projects/PROJECT_ID/locations/LOC_ID/productSets/PRODUCT_SET_ID` This corresponds to the `name` field on the `request` instance; if `request` is provided, this should not be set.
`product`	`str` Required. The resource name for the Product to be removed from this ProductSet. Format is: `projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID` This corresponds to the `product` field on the `request` instance; if `request` is provided, this should not be set.
`retry`	`google.api_core.retry.Retry` Designation of what errors, if any, should be retried.
`timeout`	`float` The timeout for this request.
`metadata`	`Sequence[Tuple[str, str]]` Strings which should be sent along with the request as metadata.

update_product

update_product(request: Optional[Union[google.cloud.vision_v1p3beta1.types.product_search_service.UpdateProductRequest, dict]] = None, *, product: Optional[google.cloud.vision_v1p3beta1.types.product_search_service.Product] = None, update_mask: Optional[google.protobuf.field_mask_pb2.FieldMask] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Union[float, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, metadata: Sequence[Tuple[str, str]] = ())

Makes changes to a Product resource. Only display_name, description and labels can be updated right now.

If labels are updated, the change will not be reflected in queries until the next index time.

Possible errors:

Returns NOT_FOUND if the Product does not exist.
Returns INVALID_ARGUMENT if display_name is present in update_mask but is missing from the request or longer than 4096 characters.
Returns INVALID_ARGUMENT if description is present in update_mask but is longer than 4096 characters.
Returns INVALID_ARGUMENT if product_category is present in update_mask.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1p3beta1

async def sample_update_product():
    # Create a client
    client = vision_v1p3beta1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1p3beta1.UpdateProductRequest(
    )

    # Make the request
    response = await client.update_product(request=request)

    # Handle the response
    print(response)

Parameters
Name	Description
`request`	`Optional[Union[google.cloud.vision_v1p3beta1.types.UpdateProductRequest, dict]]` The request object. Request message for the `UpdateProduct` method.
`product`	`Product` Required. The Product resource which replaces the one on the server. product.name is immutable. This corresponds to the `product` field on the `request` instance; if `request` is provided, this should not be set.
`update_mask`	`google.protobuf.field_mask_pb2.FieldMask` The `FieldMask][google.protobuf.FieldMask]` that specifies which fields to update. If update_mask isn't specified, all mutable fields are to be updated. Valid mask paths include `product_labels`, `display_name`, and `description`. This corresponds to the `update_mask` field on the `request` instance; if `request` is provided, this should not be set.
`retry`	`google.api_core.retry.Retry` Designation of what errors, if any, should be retried.
`timeout`	`float` The timeout for this request.
`metadata`	`Sequence[Tuple[str, str]]` Strings which should be sent along with the request as metadata.

Returns
Type	Description
`google.cloud.vision_v1p3beta1.types.Product`	A Product contains ReferenceImages.

update_product_set

update_product_set(request: Optional[Union[google.cloud.vision_v1p3beta1.types.product_search_service.UpdateProductSetRequest, dict]] = None, *, product_set: Optional[google.cloud.vision_v1p3beta1.types.product_search_service.ProductSet] = None, update_mask: Optional[google.protobuf.field_mask_pb2.FieldMask] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Union[float, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, metadata: Sequence[Tuple[str, str]] = ())

Makes changes to a ProductSet resource. Only display_name can be updated currently.

Possible errors:

Returns NOT_FOUND if the ProductSet does not exist.
Returns INVALID_ARGUMENT if display_name is present in update_mask but missing from the request or longer than 4096 characters.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import vision_v1p3beta1

async def sample_update_product_set():
    # Create a client
    client = vision_v1p3beta1.ProductSearchAsyncClient()

    # Initialize request argument(s)
    request = vision_v1p3beta1.UpdateProductSetRequest(
    )

    # Make the request
    response = await client.update_product_set(request=request)

    # Handle the response
    print(response)

Parameters
Name	Description
`request`	`Optional[Union[google.cloud.vision_v1p3beta1.types.UpdateProductSetRequest, dict]]` The request object. Request message for the `UpdateProductSet` method.
`product_set`	`ProductSet` Required. The ProductSet resource which replaces the one on the server. This corresponds to the `product_set` field on the `request` instance; if `request` is provided, this should not be set.
`update_mask`	`google.protobuf.field_mask_pb2.FieldMask` The `FieldMask][google.protobuf.FieldMask]` that specifies which fields to update. If update_mask isn't specified, all mutable fields are to be updated. Valid mask path is `display_name`. This corresponds to the `update_mask` field on the `request` instance; if `request` is provided, this should not be set.
`retry`	`google.api_core.retry.Retry` Designation of what errors, if any, should be retried.
`timeout`	`float` The timeout for this request.
`metadata`	`Sequence[Tuple[str, str]]` Strings which should be sent along with the request as metadata.

Returns
Type	Description
`google.cloud.vision_v1p3beta1.types.ProductSet`	A ProductSet contains Products. A ProductSet can contain a maximum of 1 million reference images. If the limit is exceeded, periodic indexing will fail.